
Andrea Esuli
Person information
- affiliation: Istituto di Scienza e Tecnologie dell'Informazione, Pisa, Italy
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2020 – today
- 2020
- [j24]Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani:
Cross-Lingual Sentiment Quantification. IEEE Intell. Syst. 35(3): 106-114 (2020) - [j23]Lucas May Petry
, Camila Leite da Silva
, Andrea Esuli
, Chiara Renso
, Vania Bogorny
:
MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings. Int. J. Geogr. Inf. Sci. 34(7): 1428-1450 (2020) - [j22]Alejandro Moreo
, Andrea Esuli, Fabrizio Sebastiani
:
Learning to Weight for Text Classification. IEEE Trans. Knowl. Data Eng. 32(2): 302-316 (2020) - [i25]Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato:
Transformer Reasoning Network for Image-Text Matching and Retrieval. CoRR abs/2004.09144 (2020) - [i24]Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR abs/2008.05231 (2020)
2010 – 2019
- 2019
- [j21]Alessio Ferrari
, Andrea Esuli
:
An NLP approach for cross-domain ambiguity detection in requirements engineering. Autom. Softw. Eng. 26(3): 559-598 (2019) - [j20]Andrea Esuli, Alejandro Moreo
, Fabrizio Sebastiani:
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and Its Application to Cross-Lingual Text Classification. ACM Trans. Inf. Syst. 37(3): 37:1-37:30 (2019) - [i23]Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani:
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification. CoRR abs/1901.11459 (2019) - [i22]Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani:
Learning to Weight for Text Classification. CoRR abs/1903.12090 (2019) - [i21]Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani:
Building Automated Survey Coders via Interactive Machine Learning. CoRR abs/1903.12110 (2019) - [i20]Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani:
Cross-Lingual Sentiment Quantification. CoRR abs/1904.07965 (2019) - [i19]Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani:
Word-Class Embeddings for Multiclass Text Classification. CoRR abs/1911.11506 (2019) - 2018
- [j19]Fabio Carrara
, Andrea Esuli
, Tiziano Fagni, Fabrizio Falchi
, Alejandro Moreo Fernández
:
Picture it in your mind: generating high level visual representations from textual descriptions. Inf. Retr. J. 21(2-3): 208-229 (2018) - [c54]Andrea Esuli, Alejandro Moreo Fernández
, Fabrizio Sebastiani:
A Recurrent Neural Network for Sentiment Quantification. CIKM 2018: 1775-1778 - [c53]Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani:
Lightweight Random Indexing for Polylingual Text Classification (Extended Abstract). IJCAI 2018: 5642-5646 - [c52]Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani:
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract). IJCAI 2018: 5647-5651 - [c51]Alessio Ferrari, Andrea Esuli, Stefania Gnesi:
Identification of Cross-Domain Ambiguity with Language Models. AIRE@RE 2018: 31-38 - [p1]Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi
, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale Pagano, Luca Pappalardo, Dino Pedreschi, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti
, Salvatore Ruggieri, Fabrizio Sebastiani, Maurizio Tesconi:
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research 2018: 287-306 - [i18]Andrea Esuli, Lucas May Petry
, Chiara Renso, Vania Bogorny:
Traj2User: exploiting embeddings for computing similarity of users mobile behavior. CoRR abs/1808.00554 (2018) - [i17]Andrea Esuli, Alejandro Moreo Fernández, Fabrizio Sebastiani:
A Recurrent Neural Network for Sentiment Quantification. CoRR abs/1809.00836 (2018) - [i16]Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani:
Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments. CoRR abs/1810.09311 (2018) - 2017
- [j18]Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso:
Perception of social phenomena through the multidimensional analysis of online social networks. Online Soc. Networks Media 1: 14-32 (2017) - [j17]Alessio Ferrari
, Felice Dell'Orletta
, Andrea Esuli, Vincenzo Gervasi
, Stefania Gnesi:
Natural Language Requirements Processing: A 4D Vision. IEEE Softw. 34(6): 28-35 (2017) - [i15]Fabio Carrara, Andrea Esuli, Fabrizio Falchi
, Alejandro Moreo Fernández:
Exploring epoch-dependent stochastic residual networks. CoRR abs/1704.06178 (2017) - [i14]Andrea Esuli, Tiziano Fagni, Alejandro Moreo Fernández:
JaTeCS an open-source JAva TExt Categorization System. CoRR abs/1706.06802 (2017) - [i13]Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani:
Lightweight Random Indexing for Polylingual Text Classification. ERCIM News 2017(110) (2017) - [i12]Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani:
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification. ERCIM News 2017(111) (2017) - 2016
- [j16]Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani:
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification. J. Artif. Intell. Res. 55: 131-163 (2016) - [j15]Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani:
Lightweight Random Indexing for Polylingual Text Classification. J. Artif. Intell. Res. 57: 151-185 (2016) - [c50]Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso:
Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis. ASONAM 2016: 1270-1277 - [c49]Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani:
Transductive Distributional Correspondence Indexing for Cross-Domain Topic Classification. IIR 2016 - [c48]Andrea Esuli:
ISTI-CNR at SemEval-2016 Task 4: Quantification on an Ordinal Scale. SemEval@NAACL-HLT 2016: 92-95 - [c47]Alejandro Moreo
, Andrea Esuli, Fabrizio Sebastiani
:
Distributional Random Oversampling for Imbalanced Text Classification. SIGIR 2016: 805-808 - [i11]Mauro Coletto, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Andrea Esuli, Chiara Renso, Raffaele Perego:
Sentiment-enhanced Multidimensional Analysis of Online Social Networks: Perception of the Mediterranean Refugees Crisis. CoRR abs/1605.01895 (2016) - [i10]Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández:
Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions. CoRR abs/1606.07287 (2016) - [i9]Giacomo Berardi, Diego Ceccarelli, Andrea Esuli, Diego Marcheggiani:
On the Impact of Entity Linking in Microblog Real-Time Filtering. CoRR abs/1611.03350 (2016) - 2015
- [j14]Giuseppe Amato
, Andrea Esuli
, Fabrizio Falchi
:
A comparison of pivot selection techniques for permutation-based indexing. Inf. Syst. 52: 176-188 (2015) - [j13]Andrea Esuli
, Fabrizio Sebastiani
:
Optimizing Text Quantifiers for Multivariate Loss Functions. ACM Trans. Knowl. Discov. Data 9(4): 27:1-27:27 (2015) - [j12]Giacomo Berardi, Andrea Esuli
, Fabrizio Sebastiani
:
Utility-Theoretic Ranking for Semiautomated Text Classification. ACM Trans. Knowl. Discov. Data 10(1): 6:1-6:32 (2015) - [c46]Giacomo Berardi, Andrea Esuli
, Craig Macdonald, Iadh Ounis
, Fabrizio Sebastiani
:
Semi-Automated Text Classification for Sensitivity Identification. CIKM 2015: 1711-1714 - [c45]Andrea Esuli, Alejandro Moreo Fernández:
Distributional Correspondence Indexing for Cross-Language Text Categorization. ECIR 2015: 104-109 - [c44]Salud M. Jiménez Zafra, Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, María Teresa Martín-Valdivia, Alejandro Moreo Fernández:
A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining. EMNLP 2015: 2533-2538 - [c43]Giacomo Berardi, Andrea Esuli, Diego Marcheggiani:
Word Embeddings Go to Italy: A Comparison of Models and Training Datasets. IIR 2015 - [c42]Andrea Esuli, Tiziano Fagni:
ProcessFast, a Java Framework for Development of Concurrent and Distributed Applications. IIR 2015 - [c41]Giacomo Berardi, Andrea Esuli
, Tiziano Fagni, Fabrizio Sebastiani
:
Multi-store metadata-based supervised mobile app classification. SAC 2015: 585-588 - [c40]Giacomo Berardi, Andrea Esuli
, Tiziano Fagni, Fabrizio Sebastiani
:
Classifying websites by industry sector: a study in feature design. SAC 2015: 1053-1059 - [c39]Giacomo Berardi, Diego Ceccarelli, Andrea Esuli
, Diego Marcheggiani:
On the impact of entity linking in microblog real-time filtering. SAC 2015: 1066-1071 - [i8]Andrea Esuli, Fabrizio Sebastiani:
Optimizing Text Quantifiers for Multivariate Loss Functions. CoRR abs/1502.05491 (2015) - [i7]Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani:
Utility-Theoretic Ranking for Semi-Automated Text Classification. CoRR abs/1503.00491 (2015) - [i6]Andrea Esuli, Fabrizio Sebastiani:
Optimizing Text Quantifiers for Multivariate Loss Functions. ERCIM News 2015(100) (2015) - 2014
- [j11]Stefano Baccianella, Andrea Esuli
, Fabrizio Sebastiani
:
Feature Selection for Ordinal Text Classification. Neural Comput. 26(3): 557-591 (2014) - [c38]Andrea Esuli, Fabrizio Sebastiani:
Explicit Loss Minimization in Quantification Applications (Preliminary Draft). DART@AI*IA 2014: 1-11 - [c37]Diego Marcheggiani, Oscar Täckström, Andrea Esuli
, Fabrizio Sebastiani
:
Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining. ECIR 2014: 273-285 - 2013
- [j10]Stefano Baccianella, Andrea Esuli
, Fabrizio Sebastiani
:
Variable-constraint classification and quantification of radiology reports under the ACR Index. Expert Syst. Appl. 40(9): 3441-3449 (2013) - [j9]Stefano Baccianella, Andrea Esuli
, Fabrizio Sebastiani
:
Using micro-documents for feature selection: The case of ordinal text classification. Expert Syst. Appl. 40(11): 4687-4696 (2013) - [j8]Giacomo Berardi, Andrea Esuli
, Fabrizio Sebastiani
, Fabrizio Silvestri
:
Endorsements and rebuttals in blog distillation. Inf. Sci. 249: 38-47 (2013) - [j7]Andrea Esuli
, Diego Marcheggiani, Fabrizio Sebastiani
:
An enhanced CRFs-based system for information extraction from radiology reports. J. Biomed. Informatics 46(3): 425-435 (2013) - [j6]Stefano Baccianella, Andrea Esuli
, Fabrizio Sebastiani
:
StarTrack: The Next Generation (of Product Review Management Tools). New Gener. Comput. 31(1): 47-70 (2013) - [j5]Andrea Esuli
, Fabrizio Sebastiani
:
Improving Text Classification Accuracy by Training Label Cleaning. ACM Trans. Inf. Syst. 31(4): 19:1-19:28 (2013) - [c36]Giuseppe Amato
, Andrea Esuli
, Fabrizio Falchi
:
Pivot Selection Strategies for Permutation-Based Similarity Search. SISAP 2013: 91-102 - [i5]Andrea Esuli:
The User Feedback on SentiWordNet. CoRR abs/1306.1343 (2013) - [i4]Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani:
Utility-Theoretic Ranking for Semi-Automated Text Classification. ERCIM News 2013(92) (2013) - 2012
- [j4]Andrea Esuli
:
Use of permutation prefixes for efficient and scalable approximate similarity search. Inf. Process. Manag. 48(5): 889-902 (2012) - [c35]Giacomo Berardi, Andrea Esuli
, Sergiu Gordea, Diego Marcheggiani, Fabrizio Sebastiani
:
Metadata Enrichment Services for the Europeana Digital Library. TPDL 2012: 508-511 - [c34]Giacomo Berardi, Andrea Esuli
, Fabrizio Sebastiani
, Fabrizio Silvestri
:
Blog Distillation via Sentiment-Sensitive Link Analysis. NLDB 2012: 228-233 - [c33]Giacomo Berardi, Andrea Esuli
, Fabrizio Sebastiani
:
A utility-theoretic ranking method for semi-automated text classification. SIGIR 2012: 961-970 - [c32]Giacomo Berardi, Andrea Esuli, Diego Marcheggiani:
ISTI@TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning. TREC 2012 - 2011
- [c31]Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani:
Using Micro-Documents for Feature Selection: The Case of Ordinal Text Classification. IIR 2011 - [c30]Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri:
Blog Distillation via Sentiment-Sensitive Link Analysis. IIR 2011 - [c29]Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani:
ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking. TREC 2011 - 2010
- [j3]Andrea Esuli, Fabrizio Sebastiani:
Sentiment Quantification. IEEE Intell. Syst. 25(4): 72-75 (2010) - [c28]Andrea Esuli
, Fabrizio Sebastiani
:
Evaluating Information Extraction. CLEF 2010: 100-111 - [c27]Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani:
Selecting Features for Ordinal Text Classification. IIR 2010: 13-14 - [c26]Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani:
Sentence-Based Active Learning Strategies for Information Extraction. IIR 2010: 41-45 - [c25]Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani:
SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. LREC 2010 - [c24]Stefano Baccianella, Andrea Esuli
, Fabrizio Sebastiani
:
Feature selection for ordinal regression. SAC 2010: 1748-1754 - [c23]Andrea Esuli:
PP-Index: Using Permutation Prefixes for Efficient and Scalable Similarity Search (Extended Abstract). SEBD 2010: 318-325 - [c22]Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani:
ISTI@SemEval-2 Task 8: Boosting-Based Multiway Relation Classification. SemEval@ACL 2010: 218-221 - [i3]Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani:
Extracting Information from Free-text Mammography Reports. ERCIM News 2010(82): 60 (2010)
2000 – 2009
- 2009
- [c21]Andrea Esuli
, Fabrizio Sebastiani
:
Active Learning Strategies for Multi-Label Text Classification. ECIR 2009: 102-113 - [c20]Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani:
Multi-facet Rating of Product Reviews. ECIR 2009: 461-472 - [c19]Andrea Esuli
, Fabrizio Sebastiani
:
Encoding Ordinal Features into Binary Features for Text Classification. ECIR 2009: 771-775 - [c18]Andrea Esuli
, Fabrizio Sebastiani
:
Training Data Cleaning for Text Classification. ICTIR 2009: 29-41 - [c17]Stefano Baccianella, Andrea Esuli
, Fabrizio Sebastiani
:
Evaluation Measures for Ordinal Regression. ISDA 2009: 283-287 - [c16]Andrea Esuli
, Fabrizio Sebastiani
:
Enhancing Opinion Extraction by Automatically Annotated Lexical Resources - (Extended Version). LTC 2009: 500-511 - [c15]Andrea Esuli:
PP-Index: Using Permutation Prefixes for Efficient and Scalable Approximate Similarity Search. LSDS-IR@SIGIR 2009 - [c14]Andrea Esuli
:
MiPai: Using the PP-Index to Build an Efficient and Scalable Similarity Search System. SISAP 2009: 146-148 - [i2]Paolo Bolettieri, Andrea Esuli, Fabrizio Falchi, Claudio Lucchese, Raffaele Perego, Tommaso Piccioli, Fausto Rabitti:
CoPhIR: a Test Collection for Content-Based Image Retrieval. CoRR abs/0905.4627 (2009) - [i1]Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani:
Multi-Faceted Rating of Product Reviews. ERCIM News 2009(77) (2009) - 2008
- [j2]Andrea Esuli
, Tiziano Fagni, Fabrizio Sebastiani
:
Boosting multi-label hierarchical text categorization. Inf. Retr. 11(4): 287-313 (2008) - [j1]Andrea Esuli:
Automatic generation of lexical resources for opinion mining: models, algorithms and applications. SIGIR Forum 42(2): 105-106 (2008) - [c13]Andrea Esuli, Fabrizio Sebastiani, Ilaria Urciuoli:
Annotating Expressions of Opinion and Emotion in the Italian Content Annotation Bank. LREC 2008 - 2007
- [c12]Andrea Esuli, Fabrizio Sebastiani:
PageRanking WordNet Synsets: An Application to Opinion Mining. ACL 2007 - [c11]Shlomo Argamon, Kenneth Bloom, Andrea Esuli
, Fabrizio Sebastiani
:
Automatically Determining Attitude Type and Force for Sentiment Analysis. LTC 2007: 218-231 - 2006
- [c10]Andrea Esuli, Fabrizio Sebastiani:
Determining Term Subjectivity and Term Orientation for Opinion Mining. EACL 2006 - [c9]Andrea Esuli, Fabrizio Sebastiani:
SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining. LREC 2006: 417-422 - [c8]Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
:
MP-Boost: A Multiple-Pivot Boosting Algorithm and Its Application to Text Categorization. SPIRE 2006: 1-12 - [c7]Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
:
TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization. SPIRE 2006: 13-24 - 2005
- [c6]Andrea Esuli
, Fabrizio Sebastiani
:
Determining the semantic orientation of terms through gloss classification. CIKM 2005: 617-624 - 2004
- [c5]Giuseppe Attardi, Andrea Esuli, Lucian Hancu, Maria Simi:
Participatory Search. ICWI 2004: 643-650 - [c4]Giuseppe Attardi, Andrea Esuli, Chirag Patel:
Using Clustering and Blade Clusters in the Terabyte Task. TREC 2004 - [c3]Giuseppe Attardi, Andrea Esuli, Maria Simi:
Best bets: thousands of queries in search of a client. WWW (Alternate Track Papers & Posters) 2004: 422-423 - 2003
- [c2]Andrea Esuli, Antonio Cisternino, Giuliano Pacini, Maria Simi:
Multimodal presentation of dynamic object scenarios on the web. Web3D 2003: 147-153 - 2002
- [c1]Andrea Esuli, Antonio Cisternino
, Giuliano Pacini, Maria Simi:
Adaptive Real Time Comment Generation for Sail Racing Scenarios. AH 2002: 392-396
Coauthor Index
aka: Alejandro Moreo Fernández

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